TABLE 3.

Summary of Influencing Factors With Importance Scoring Higher Than 10.00% According to Multivariate Adaptive Regression Splines

Factor	Subjective Workload Assessment Technique	Boredom	Apathy	Distrust
Neuroticism	100	45.41	29.10	—
Agreeableness	47.56	100	65.42	39.74
Conscientiousness	—	—	100	40.90
Patient-to-staff ratio	60.84	98.64	75.43	100
Task priority	11.66	—	—	—
Time elapsed	34.19	30.00	31.57	61.16
Extroversion	23.92	45.42	50.20	—
Openness	—	14.82	—	66.70